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一种提高哼唱匹配效果的新算法

A new approach to improve the performance of query-by-humming
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摘要 在基于改进离散余弦变换的哼唱检索系统中,采用音高轮廓表示旋律,取原始歌曲中的一段为哼唱片段,使用字符串匹配法,分别在采样率为8kHz和44.1kHz的情况下进行匹配,分析了分帧起始位置对匹配效果的影响,并就此问题提出新算法。实验结果表明了该算法的有效性。 In the query- by- humming system based on MDCT, this paper adopts a pitch contour to represent the melody. The humming signal is from the original song. The results are achieved by using string matching approach in the sample rote of 8kHz and 44. lkHz. This paper analyzes the effects of the start position of a frame, and presents a novel algorithm. The experiment has demonstratod the performance of the method.
出处 《信息技术》 2007年第7期71-73,77,共4页 Information Technology
关键词 哼唱检索 改进离散余弦变换 旋律 音高轮廓 query-by-humming MDCT melody pitch contour
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参考文献6

  • 1Ghias A J,Logan D Chamberlain,Smith B C. Query By Humming Musical Information Retrieval in An Audio Database[ C ]. ACM Multimedia'95 San Francisco, 1995.
  • 2Wu Ya- Dong, Li Yang,Liu Bao-Long. A New Method For Apperoximate Melody Matching[C]. Machine Learning and Cybernetics, 2003 International Conference,2003,5:2687-2691
  • 3Lu Lie,You Hong,Zhang Hong-Jiang.A New Approach To Query By Humming In Music Retrival[C]//Proc.of IEEE International Conference on Multimedia and Expo.2001.
  • 4Francu C,Nevill-Manning C G.Distance Metric and Indexing Strategies for a Digital Library of Popular Music[C].2000 IEEE International Conference on Multimedia and Expo (ICME 2000),2000,2:889-892.
  • 5Fu Leon,Xue Xiangyang.A New Spectral-based Approach to Queryby-Humming for MP3 Songs Database[J].Transaction On Engineering,Computing And Technology V4 February 2005.
  • 6Lie Wen-Nung,Su Chen-Kang.Content-based retrieval of MP3 songs based on query by singing[J].IEEE Transactions on Acoustics,Speech,and Signal Processing,2004,5:V-929-32.

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